Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs

Zhengyao Gu, Diego Troy Lopez, Lilas Alrahis +1

Graph neural network-based network intrusion detection systems have recently demonstrated state-of-the-art performance on benchmark datasets. Nevertheless, these methods suffer fro…